{smcl}
{txt}{sf}{ul off}{.-}
      name:  {res}<unnamed>
       {txt}log:  {res}/Users/xpmiki/Dropbox/esaiasson/replicationData/e10.smcl
  {txt}log type:  {res}smcl
 {txt}opened on:  {res} 9 Sep 2016, 11:10:23
{txt}
{com}. clear 
{txt}
{com}. set more off
{txt}
{com}. use "symbols teachers.dta"
{txt}
{com}. drop if expert == 1
{txt}(105 observations deleted)

{com}. 
. sem (d <-  t  wl p)(p <-  t  wl)  
{res}{txt}(72 observations with missing values excluded)

Endogenous variables

{p 0 11 2}Observed:{space 2}{res}d p{p_end}
{txt}
Exogenous variables

{p 0 11 2}Observed:{space 2}{res}t wl{p_end}
{txt}
Fitting target model:

Iteration 0:{space 3}log likelihood = {res:-201.56407}  
Iteration 1:{space 3}log likelihood = {res:-201.56407}  

Structural equation model{col 49}Number of obs{col 67}= {res}       131
{col 1}{txt}Estimation method{col 20}= {res}ml
{col 1}{txt}Log likelihood{col 20}= {res}-201.56407

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .4402618{col 26}{space 2}  .065767{col 37}{space 1}    6.69{col 46}{space 3}0.000{col 54}{space 4}  .311361{col 67}{space 3} .5691627
{txt}{space 11}t {c |}{col 14}{res}{space 2} .0131911{col 26}{space 2} .0420057{col 37}{space 1}    0.31{col 46}{space 3}0.753{col 54}{space 4}-.0691385{col 67}{space 3} .0955207
{txt}{space 10}wl {c |}{col 14}{res}{space 2}  .180267{col 26}{space 2} .0446166{col 37}{space 1}    4.04{col 46}{space 3}0.000{col 54}{space 4} .0928201{col 67}{space 3}  .267714
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3777126{col 26}{space 2} .0423478{col 37}{space 1}    8.92{col 46}{space 3}0.000{col 54}{space 4} .2947125{col 67}{space 3} .4607128
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2} .1033292{col 26}{space 2} .0550688{col 37}{space 1}    1.88{col 46}{space 3}0.061{col 54}{space 4}-.0046037{col 67}{space 3}  .211262
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .2083787{col 26}{space 2} .0564071{col 37}{space 1}    3.69{col 46}{space 3}0.000{col 54}{space 4} .0978227{col 67}{space 3} .3189346
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .3678484{col 26}{space 2} .0461745{col 37}{space 1}    7.97{col 46}{space 3}0.000{col 54}{space 4}  .277348{col 67}{space 3} .4583488
{txt}{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
     var(e.d){c |}{col 14}{res}{space 2} .0519375{col 26}{space 2} .0064174{col 54}{space 4} .0407667{col 67}{space 3} .0661692
{txt}     var(e.p){c |}{col 14}{res}{space 2}  .091663{col 26}{space 2} .0113259{col 54}{space 4} .0719481{col 67}{space 3} .1167801
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
LR test of model vs. saturated: chi2({res:0})   = {res:     0.00}, Prob > chi2 = {res}     .
{txt}
{com}. estat ic

Akaike's information criterion and Bayesian information criterion

{txt}{hline 13}{c TT}{hline 63}
       Model {c |}        Obs  ll(null)  ll(model)      df         AIC        BIC
{hline 13}{c +}{hline 63}
{ralign 12:.}{col 14}{c |}{res}{col 16}       131{col 27}        .{col 38}-201.5641{col 49}     9{col 58} 421.1281{col 69} 447.0049
{txt}{hline 13}{c BT}{hline 63}
{p 15 21 2}
Note: N=Obs used in calculating BIC; see {helpb bic_note:[R] BIC note}.
{p_end}

{com}. estat teffects 
{res}

{txt}Direct effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .4402618{col 26}{space 2}  .065767{col 37}{space 1}    6.69{col 46}{space 3}0.000{col 54}{space 4}  .311361{col 67}{space 3} .5691627
{txt}{space 11}t {c |}{col 14}{res}{space 2} .0131911{col 26}{space 2} .0420057{col 37}{space 1}    0.31{col 46}{space 3}0.753{col 54}{space 4}-.0691385{col 67}{space 3} .0955207
{txt}{space 10}wl {c |}{col 14}{res}{space 2}  .180267{col 26}{space 2} .0446166{col 37}{space 1}    4.04{col 46}{space 3}0.000{col 54}{space 4} .0928201{col 67}{space 3}  .267714
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2} .1033292{col 26}{space 2} .0550688{col 37}{space 1}    1.88{col 46}{space 3}0.061{col 54}{space 4}-.0046037{col 67}{space 3}  .211262
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .2083787{col 26}{space 2} .0564071{col 37}{space 1}    3.69{col 46}{space 3}0.000{col 54}{space 4} .0978227{col 67}{space 3} .3189346
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


Indirect effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{space 11}t {c |}{col 14}{res}{space 2} .0454919{col 26}{space 2} .0251791{col 37}{space 1}    1.81{col 46}{space 3}0.071{col 54}{space 4}-.0038582{col 67}{space 3}  .094842
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .0917412{col 26}{space 2} .0283643{col 37}{space 1}    3.23{col 46}{space 3}0.001{col 54}{space 4} .0361481{col 67}{space 3} .1473342
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{space 10}wl {c |}{col 14}{res}{space 2}        0{col 26}{txt}  (no path)
{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}


Total effects
{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}      OIM
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 1}{res}Structural  {col 14}{txt}{c |}
{space 2}{col 3}d <-      {col 14}{c |}
{space 11}p {c |}{col 14}{res}{space 2} .4402618{col 26}{space 2}  .065767{col 37}{space 1}    6.69{col 46}{space 3}0.000{col 54}{space 4}  .311361{col 67}{space 3} .5691627
{txt}{space 11}t {c |}{col 14}{res}{space 2}  .058683{col 26}{space 2} .0480219{col 37}{space 1}    1.22{col 46}{space 3}0.222{col 54}{space 4}-.0354381{col 67}{space 3} .1528042
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .2720082{col 26}{space 2}  .049189{col 37}{space 1}    5.53{col 46}{space 3}0.000{col 54}{space 4} .1755996{col 67}{space 3} .3684168
{space 2}{txt}{hline 11}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 2}{col 3}p <-      {col 14}{c |}
{space 11}t {c |}{col 14}{res}{space 2} .1033292{col 26}{space 2} .0550688{col 37}{space 1}    1.88{col 46}{space 3}0.061{col 54}{space 4}-.0046037{col 67}{space 3}  .211262
{txt}{space 10}wl {c |}{col 14}{res}{space 2} .2083787{col 26}{space 2} .0564071{col 37}{space 1}    3.69{col 46}{space 3}0.000{col 54}{space 4} .0978227{col 67}{space 3} .3189346
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. 
. *** indirect and direct - winning/losing
. cap program drop indireff
{txt}
{com}. program indireff, rclass
{txt}  1{com}. sem (d <-  t  wl p)(p <-  t  wl)  
{txt}  2{com}.   estat teffects
{txt}  3{com}.   mat bi = r(indirect)
{txt}  4{com}.   mat bt = r(total)
{txt}  5{com}.   return scalar indir  = el(bi,1,3)
{txt}  6{com}.   return scalar total  = el(bt,1,3)
{txt}  7{com}. end 
{txt}
{com}. 
. set seed 358395
{txt}
{com}. bootstrap r(indir) r(total), reps(1000): indireff
{txt}(running indireff on estimation sample)

Bootstrap replications ({res}1000{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
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{res}
{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       131
{txt}{col 49}Replications{col 67}= {res}     1,000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indir)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_bs_1 {c |}{col 14}{res}{space 2} .0917412{col 26}{space 2} .0295393{col 37}{space 1}    3.11{col 46}{space 3}0.002{col 54}{space 4} .0338453{col 67}{space 3}  .149637
{txt}{space 7}_bs_2 {c |}{col 14}{res}{space 2} .2720082{col 26}{space 2} .0569214{col 37}{space 1}    4.78{col 46}{space 3}0.000{col 54}{space 4} .1604443{col 67}{space 3} .3835721
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. estat bootstrap, percentile bc  

{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       131
{txt}{col 49}Replications{col 67}= {res}      1000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indir)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{col 1}{text}{hline 13}{c TT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 14}{text}{c |}    Observed{col 38}    Bootstrap
{col 14}{text}{c |}       Coef.{col 27}       Bias{col 38}    Std. Err.{col 51}  [95% Conf. Interval]
{col 1}{text}{hline 13}{c +}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 1}{text}       _bs_1{col 14}{c |}{result}{space 2} .09174117{col 27}{space 2}-.0000352{col 38}{space 2} .02953925{col 51}{space 2} .0362721{col 63}{space 1} .1532883{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .0410928{col 63}{space 1} .1593674{col 73}{text}  (BC)
{col 1}{text}       _bs_2{col 14}{c |}{result}{space 2}  .2720082{col 27}{space 2}-.0001034{col 38}{space 2} .05692139{col 51}{space 2} .1624824{col 63}{space 1} .3843609{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .1624642{col 63}{space 1} .3839321{col 73}{text}  (BC)
{col 1}{text}{hline 13}{c BT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 0}(P){col 8}percentile confidence interval
{col 0}(BC){col 8}bias-corrected confidence interval

{com}. 
. *** indirect and direct - treatment
. cap program drop indireff
{txt}
{com}. program indireff, rclass
{txt}  1{com}. sem (d <- wl  t  p)(p <- wl  t )   
{txt}  2{com}.   estat teffects
{txt}  3{com}.   mat bi = r(indirect)
{txt}  4{com}.   mat bt = r(total)
{txt}  5{com}.   return scalar indirect  = el(bi,1,3)
{txt}  6{com}.   return scalar total  = el(bt,1,3)
{txt}  7{com}. end
{txt}
{com}. 
. set seed 358395
{txt}
{com}. bootstrap r(indirect) r(total), reps(1000): indireff
{txt}(running indireff on estimation sample)

Bootstrap replications ({res}1000{txt})
{hline 4}{c +}{hline 3} 1 {hline 3}{c +}{hline 3} 2 {hline 3}{c +}{hline 3} 3 {hline 3}{c +}{hline 3} 4 {hline 3}{c +}{hline 3} 5 
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{res}
{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       131
{txt}{col 49}Replications{col 67}= {res}     1,000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indirect)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{res}{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}   Observed{col 26}   Bootstrap{col 54}         Norm{col 67}al-based
{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      z{col 46}   P>|z|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 7}_bs_1 {c |}{col 14}{res}{space 2} .0454919{col 26}{space 2} .0258873{col 37}{space 1}    1.76{col 46}{space 3}0.079{col 54}{space 4}-.0052463{col 67}{space 3} .0962301
{txt}{space 7}_bs_2 {c |}{col 14}{res}{space 2}  .058683{col 26}{space 2} .0477711{col 37}{space 1}    1.23{col 46}{space 3}0.219{col 54}{space 4}-.0349467{col 67}{space 3} .1523127
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}

{com}. estat bootstrap, percentile bc  

{txt}Bootstrap results{col 49}Number of obs{col 67}= {res}       131
{txt}{col 49}Replications{col 67}= {res}      1000
{p2colset 7 17 21 2}{...}

{txt}{p2col :command:}indireff{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_1:}{res:r(indirect)}{p_end}
{p2colset 9 17 21 2}{...}
{p2col :_bs_2:}{res:r(total)}{p_end}

{col 1}{text}{hline 13}{c TT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 14}{text}{c |}    Observed{col 38}    Bootstrap
{col 14}{text}{c |}       Coef.{col 27}       Bias{col 38}    Std. Err.{col 51}  [95% Conf. Interval]
{col 1}{text}{hline 13}{c +}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 1}{text}       _bs_1{col 14}{c |}{result}{space 2} .04549188{col 27}{space 2} -.001309{col 38}{space 2}  .0258873{col 51}{space 2}-.0039442{col 63}{space 1} .1017917{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2} .0017272{col 63}{space 1}  .110836{col 73}{text}  (BC)
{col 1}{text}       _bs_2{col 14}{c |}{result}{space 2} .05868301{col 27}{space 2}-.0011789{col 38}{space 2} .04777113{col 51}{space 2}-.0400704{col 63}{space 1} .1489888{col 73}{text}   (P)
{col 14}{text}{c |}{col 51}{result}{space 2}-.0436253{col 63}{space 1} .1434259{col 73}{text}  (BC)
{col 1}{text}{hline 13}{c BT}{hline 12}{hline 11}{hline 13}{hline 12}{hline 10}{hline 6}
{col 0}(P){col 8}percentile confidence interval
{col 0}(BC){col 8}bias-corrected confidence interval

{com}. 
. *** randomization check
. reg  t  gender interest ideology , robust

{txt}Linear regression                               Number of obs     = {res}       192
                                                {txt}F(3, 188)         =  {res}     0.80
                                                {txt}Prob > F          = {res}    0.4963
                                                {txt}R-squared         = {res}    0.0120
                                                {txt}Root MSE          =    {res} .50158

{txt}{hline 13}{c TT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{col 14}{c |}{col 26}    Robust
{col 1}           t{col 14}{c |}      Coef.{col 26}   Std. Err.{col 38}      t{col 46}   P>|t|{col 54}     [95% Con{col 67}f. Interval]
{hline 13}{c +}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{space 6}gender {c |}{col 14}{res}{space 2} .1052255{col 26}{space 2} .0886935{col 37}{space 1}    1.19{col 46}{space 3}0.237{col 54}{space 4}-.0697368{col 67}{space 3} .2801878
{txt}{space 4}interest {c |}{col 14}{res}{space 2} .0129533{col 26}{space 2} .1393059{col 37}{space 1}    0.09{col 46}{space 3}0.926{col 54}{space 4}-.2618503{col 67}{space 3} .2877569
{txt}{space 4}ideology {c |}{col 14}{res}{space 2}-.1172573{col 26}{space 2} .1414845{col 37}{space 1}   -0.83{col 46}{space 3}0.408{col 54}{space 4}-.3963584{col 67}{space 3} .1618439
{txt}{space 7}_cons {c |}{col 14}{res}{space 2} .5526328{col 26}{space 2} .1217396{col 37}{space 1}    4.54{col 46}{space 3}0.000{col 54}{space 4} .3124816{col 67}{space 3}  .792784
{txt}{hline 13}{c BT}{hline 11}{hline 11}{hline 9}{hline 8}{hline 13}{hline 12}
{res}{txt}
{com}. log close
      {txt}name:  {res}<unnamed>
       {txt}log:  {res}/Users/xpmiki/Dropbox/esaiasson/replicationData/e10.smcl
  {txt}log type:  {res}smcl
 {txt}closed on:  {res} 9 Sep 2016, 11:12:14
{txt}{.-}
{smcl}
{txt}{sf}{ul off}